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The Human Processing Unit (HPU) as a New Approximate Computing Substrate

Yuhao Zhu
March 24, 2016
Education
0
180

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Yuhao Zhu

March 24, 2016
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Transcript

  1. 1
    WAX 2016
    The Human Processing Unit (HPU)
    as a New Approximate Computing
    Substrate
    Yuhao Zhu
    UT Austin

    with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

    View Slide

  2. Computing

    Device

    View Slide

  3. Computing

    Device
    Problem Image
    Compression
    Edge
    Detection

    View Slide

  4. Computing

    Device
    Problem Image
    Compression
    Edge
    Detection
    Algorithm /

    Application JPEG 2000 Sobel

    View Slide

  5. Computing

    Device
    Problem
    Algorithm /

    Application
    HPU

    View Slide

  6. Computing

    Device
    Problem
    Algorithm /

    Application
    HPU
    What approximate problems

    can be mapped to HPUs?

    View Slide

  7. Computing

    Device
    Problem
    Algorithm /

    Application
    HPU
    What approximate problems

    can be mapped to HPUs?
    How do we program HPUs

    while ensuring quality?

    View Slide

  8. Computing

    Device
    Problem
    Algorithm /

    Application
    What approximate problems

    can be mapped to HPUs?
    How do we program HPUs

    while ensuring quality?

    View Slide